Titlebook: Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Autom; Anna Pietrenko-Dabrowska,Slawomir Ko

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Response Features for Warm-Start Optimization and Rapid Database Acquisition, of high-frequency structures that allows for reusing the previously acquired design data. The major role is played by response features, which are used to identify the operating parameters of the systems under design and to construct forward and inverse surrogate models, later used as reliable pred

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Feature-Based Uncertainty Quantification,gn techniques are illustrated using a number of high-frequency components such as antennas and microwave structures (couplers, filters, etc.), and compared to non-feature-based methods such as direct EM-driven statistical analysis and surrogate-assisted algorithms.

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Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Autom

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Response Feature Technology for High-Frequency Electronics. Optimization, Modeling, and Design Autom978-3-031-43845-5